https://scholars.lib.ntu.edu.tw/handle/123456789/488348
標題: | Path Ranking with Path Difference Sets for Maintaining Knowledge Base Integrity. | 作者: | Huang, Po-Cheng Huang, Hen-Hsen HSIN-HSI CHEN |
關鍵字: | knowledge base completion; knowledge base integrity; path ranking | 公開日期: | 2018 | 起(迄)頁: | 67-68 | 來源出版物: | Companion of the The Web Conference 2018 on The Web Conference 2018, WWW 2018, Lyon , France, April 23-27, 2018 | 摘要: | Knowledge base completion (KBC) involves in discovering missing facts. However, knowledge changes over time. Some facts need to be removed from knowledge base (KB) to keep knowledge base integrity (KBI) while new facts are inserted or old facts are deleted. This paper proposes a path-based learning model to learn the dependency of dynamic relations automatically. In this way, we can eliminate the conflicting facts and keep KB clean. That would be a significant benefit for KBC and other tasks using KB. © 2018 IW3C2 (International World Wide Web Conference Committee), published under Creative Commons CC BY 4.0 License. |
URI: | https://www.scopus.com/inward/record.uri?eid=2-s2.0-85085160641&doi=10.1145%2f3184558.3186932&partnerID=40&md5=c83d7b30ea7c3094af63cc6289e2cd0c | DOI: | 10.1145/3184558.3186932 | SDG/關鍵字: | World Wide Web; Difference sets; Dynamic relation; Knowledge base; Knowledge change; Learning models; Path ranking; Path-based; Knowledge based systems |
顯示於: | 資訊工程學系 |
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